🔄 ConvergeBench Report
Model: flux-dev | Generated: 2026-02-02 08:38:11 | Max Rounds: 3
📊 Summary Statistics
18
Total Evaluations
18
Successful (Round 1+)
2
Edit Categories
3
Max Rounds Completed
📈 Degradation by Round
Average metrics across all evaluations. Lower degradation = better convergence.
| Round | PSNR (dB) ↑ | SSIM ↑ | CLIP Sim ↑ | Samples |
|---|---|---|---|---|
| Round 1 | 26.31 | 0.8730 | 0.9655 | 18 |
| Round 2 | 21.77 | 0.7728 | 0.9250 | 18 |
| Round 3 | 20.34 | 0.7208 | 0.8727 | 18 |
🖼️ Visual Examples
Round-trip examples: Original → Forward Edit → Backward Edit (Round 1)
Glasses Add Remove
Original
+ Edit
- Edit
PSNR: 34.3
SSIM: 0.951
CLIP: 0.984
Hat Add Remove
Original
+ Edit
- Edit
PSNR: 18.7
SSIM: 0.763
CLIP: 0.943
Sunglasses Add Remove
Original
+ Edit
- Edit
PSNR: 29.7
SSIM: 0.939
CLIP: 0.951
Glasses Add Remove
Original
+ Edit
- Edit
PSNR: 31.6
SSIM: 0.890
CLIP: 0.989
Hat Add Remove
Original
+ Edit
- Edit
PSNR: 20.7
SSIM: 0.785
CLIP: 0.887
Sunglasses Add Remove
Original
+ Edit
- Edit
PSNR: 30.9
SSIM: 0.883
CLIP: 0.975
Glasses Add Remove
Original
+ Edit
- Edit
PSNR: 31.0
SSIM: 0.926
CLIP: 0.987
Hat Add Remove
Original
+ Edit
- Edit
PSNR: 12.3
SSIM: 0.429
CLIP: 0.909
Sunglasses Add Remove
Original
+ Edit
- Edit
PSNR: 27.8
SSIM: 0.906
CLIP: 0.976
Chair Add Remove
Original
+ Edit
- Edit
PSNR: 29.2
SSIM: 0.949
CLIP: 0.966
Red Ball Add Remove
Original
+ Edit
- Edit
PSNR: 31.7
SSIM: 0.963
CLIP: 0.986
Plant Add Remove
Original
+ Edit
- Edit
PSNR: 32.2
SSIM: 0.956
CLIP: 0.979